# Fine-grained Image Hashing on Stanford Dogs (test) Source: [Fine-grained Image Hashing on Stanford Dogs (test)]() Collection index: [llms.txt]() Data updated: 2026-05-19T12:54:18.784Z Evaluation of Fine-grained Image Hashing performance on the test split of the Stanford Dogs dataset, reporting collision probability. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Fine-grained Image Hashing | | Dataset (including any stated split) | Stanford Dogs (test) | | Metric | Collision Probability | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 30 of 30 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Collision Probability](): Lower is better; unit: PERCENT. ## Recorded results | Method | Collision Probability | Result date | Report paper | | --- | --- | --- | --- | | CS3H | 0.0014 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 0.0015 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 0.0051 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 0.0056 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 0.0188 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 0.0192 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 0.036 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 0.0397 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | MeCoQ | 0.045 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 0.047 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 0.048 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SDC | 0.055 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 0.0999 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | CS3H | 0.1051 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 0.119 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 0.208 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 0.226 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SDC | 0.235 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | MeCoQ | 0.248 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 0.267 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | MeCoQ | 0.392 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SDC | 0.409 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 0.469 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SDC | 0.482 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | MeCoQ | 0.555 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 0.759 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 0.958 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SPQ | 1.209 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | SDC | 1.245 | Not recorded | 6a0bef0ddbc836b87d82ca0f | | MeCoQ | 1.352 | Not recorded | 6a0bef0ddbc836b87d82ca0f | ### CS3H Collision Probability: 0.0014. Result ID: 6a0c5d67fbc373592c03f601. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"96","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 0.0015. Result ID: 6a0c5d67fbc373592c03f602. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"96","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 0.0051. Result ID: 6a0c5d67fbc373592c03f5fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"48","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 0.0056. Result ID: 6a0c5d67fbc373592c03f5fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"48","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 0.0188. Result ID: 6a0c5d67fbc373592c03f5f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"32","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 0.0192. Result ID: 6a0c5d67fbc373592c03f5f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"32","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 0.036. Result ID: 6a0c5d67fbc373592c03f5f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"24","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 0.0397. Result ID: 6a0c5d67fbc373592c03f5ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"24","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### MeCoQ Collision Probability: 0.045. Result ID: 6a0c5d67fbc373592c03f5fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"96","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 0.047. Result ID: 6a0c5d67fbc373592c03f600. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"96","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 0.048. Result ID: 6a0c5d67fbc373592c03f5fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"96","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SDC Collision Probability: 0.055. Result ID: 6a0c5d67fbc373592c03f5ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"96","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 0.0999. Result ID: 6a0c5d67fbc373592c03f5ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"12","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### CS3H Collision Probability: 0.1051. Result ID: 6a0c5d67fbc373592c03f5e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"12","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 0.119. Result ID: 6a0c5d67fbc373592c03f5fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"48","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 0.208. Result ID: 6a0c5d67fbc373592c03f5f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"48","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 0.226. Result ID: 6a0c5d67fbc373592c03f5f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"32","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### SDC Collision Probability: 0.235. Result ID: 6a0c5d67fbc373592c03f5f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"48","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### MeCoQ Collision Probability: 0.248. Result ID: 6a0c5d67fbc373592c03f5f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"48","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 0.267. Result ID: 6a0c5d67fbc373592c03f5f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"32","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### MeCoQ Collision Probability: 0.392. Result ID: 6a0c5d67fbc373592c03f5f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"32","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SDC Collision Probability: 0.409. Result ID: 6a0c5d67fbc373592c03f5f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"32","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 0.469. Result ID: 6a0c5d67fbc373592c03f5eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"24","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SDC Collision Probability: 0.482. Result ID: 6a0c5d67fbc373592c03f5ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"24","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### MeCoQ Collision Probability: 0.555. Result ID: 6a0c5d67fbc373592c03f5ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"24","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 0.759. Result ID: 6a0c5d67fbc373592c03f5ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"24","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 0.958. Result ID: 6a0c5d67fbc373592c03f5e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"12","Evaluation protocol":"Hard-unsupervised"}. This record does not assert independent reproduction. ### SPQ Collision Probability: 1.209. Result ID: 6a0c5d67fbc373592c03f5e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"12","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### SDC Collision Probability: 1.245. Result ID: 6a0c5d67fbc373592c03f5e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"12","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. ### MeCoQ Collision Probability: 1.352. Result ID: 6a0c5d67fbc373592c03f5e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# bits":"12","Evaluation protocol":"Unsupervised"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.